Basic Statistics

Raw Counts

Name Value
Rows 10,878
Columns 181
Discrete columns 8
Continuous columns 147
All missing columns 26
Missing observations 1,403,623
Complete Rows 0
Total observations 1,968,918
Memory allocation 14.1 Mb

Percentages

Data Structure

root (Classes 'data.table' and 'data.frame': 10878 obs. of 181 variables:)X (int)Div (chr)Date (chr)Time (chr)HomeTeam (chr)AwayTeam (chr)FTHG (num)FTAG (num)FTR (chr)HTHG (num)HTAG (num)HTR (chr)Referee (chr)HS (num)AS (num)HST (num)AST (num)HF (num)AF (num)HC (num)AC (num)HY (num)AY (num)HR (num)AR (num)B365H (num)B365D (num)B365A (num)BWH (num)BWD (num)BWA (num)IWH (num)IWD (num)IWA (num)PSH (num)PSD (num)PSA (num)WHH (num)WHD (num)WHA (num)VCH (num)VCD (num)VCA (num)MaxH (num)MaxD (num)MaxA (num)AvgH (num)AvgD (num)AvgA (num)B365.2.5 (num)B365.2.5.1 (num)P.2.5 (num)P.2.5.1 (num)Max.2.5 (num)Max.2.5.1 (num)Avg.2.5 (num)Avg.2.5.1 (num)AHh (num)B365AHH (num)B365AHA (num)PAHH (num)PAHA (num)MaxAHH (num)MaxAHA (num)AvgAHH (num)AvgAHA (num)B365CH (num)B365CD (num)B365CA (num)BWCH (num)BWCD (num)BWCA (num)IWCH (num)IWCD (num)IWCA (num)PSCH (num)PSCD (num)PSCA (num)WHCH (num)WHCD (num)WHCA (num)VCCH (num)VCCD (num)VCCA (num)MaxCH (num)MaxCD (num)MaxCA (num)AvgCH (num)AvgCD (num)AvgCA (num)B365C.2.5 (num)B365C.2.5.1 (num)PC.2.5 (num)PC.2.5.1 (num)MaxC.2.5 (num)MaxC.2.5.1 (num)AvgC.2.5 (num)AvgC.2.5.1 (num)AHCh (num)B365CAHH (num)B365CAHA (num)PCAHH (num)PCAHA (num)MaxCAHH (num)MaxCAHA (num)AvgCAHH (num)AvgCAHA (num)Bb1X2 (num)BbMxH (num)BbAvH (num)BbMxD (num)BbAvD (num)BbMxA (num)BbAvA (num)BbOU (num)BbMx.2.5 (num)BbAv.2.5 (num)BbMx.2.5.1 (num)BbAv.2.5.1 (num)BbAH (num)BbAHh (num)BbMxAHH (num)BbAvAHH (num)BbMxAHA (num)BbAvAHA (num)LBH (num)LBD (num)LBA (num)SJH (num)SJD (num)SJA (num)GBH (num)GBD (num)GBA (num)BSH (num)BSD (num)BSA (num)SBH (num)SBD (num)SBA (num)SOH (num)SOD (num)SOA (num)GB.2.5 (num)GB.2.5.1 (num)Unnamed..48 (logi)Unnamed..49 (logi)Unnamed..50 (logi)Unnamed..51 (logi)Unnamed..52 (logi)Attendance (num)HHW (num)AHW (num)HO (num)AO (num)HBP (num)ABP (num)SYH (num)SYD (num)SYA (num)Unnamed..10 (logi)Unnamed..11 (logi)Unnamed..12 (logi)Unnamed..13 (logi)Unnamed..14 (logi)Unnamed..15 (logi)Unnamed..16 (logi)Unnamed..17 (logi)Unnamed..18 (logi)Unnamed..19 (logi)Unnamed..20 (logi)Unnamed..21 (logi)Unnamed..7 (logi)Unnamed..8 (logi)Unnamed..9 (logi)Unnamed..22 (logi)Unnamed..23 (logi)Unnamed..24 (logi)Unnamed..25 (logi)Unnamed..26 (logi)Unnamed..27 (logi)

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 4 columns ignored with more than 50 categories.
## Date: 2772 categories
## HomeTeam: 51 categories
## AwayTeam: 51 categories
## Referee: 163 categories

QQ Plot

## Warning: Removed 1884 rows containing non-finite values (stat_qq).
## Warning: Removed 1884 rows containing non-finite values (stat_qq_line).

## Warning: Removed 3228 rows containing non-finite values (stat_qq).
## Warning: Removed 3228 rows containing non-finite values (stat_qq_line).

## Warning: Removed 3875 rows containing non-finite values (stat_qq).
## Warning: Removed 3875 rows containing non-finite values (stat_qq_line).

## Warning: Removed 4690 rows containing non-finite values (stat_qq).
## Warning: Removed 4690 rows containing non-finite values (stat_qq_line).

## Warning: Removed 8317 rows containing non-finite values (stat_qq).
## Warning: Removed 8317 rows containing non-finite values (stat_qq_line).

## Warning: Removed 8361 rows containing non-finite values (stat_qq).
## Warning: Removed 8361 rows containing non-finite values (stat_qq_line).

## Warning: Removed 8361 rows containing non-finite values (stat_qq).

## Warning: Removed 8361 rows containing non-finite values (stat_qq_line).

## Warning: Removed 7611 rows containing non-finite values (stat_qq).
## Warning: Removed 7611 rows containing non-finite values (stat_qq_line).

## Warning: Removed 8361 rows containing non-finite values (stat_qq).
## Warning: Removed 8361 rows containing non-finite values (stat_qq_line).

## Warning: Removed 8361 rows containing non-finite values (stat_qq).

## Warning: Removed 8361 rows containing non-finite values (stat_qq_line).

## Warning: Removed 8361 rows containing non-finite values (stat_qq).

## Warning: Removed 8361 rows containing non-finite values (stat_qq_line).

## Warning: Removed 4599 rows containing non-finite values (stat_qq).
## Warning: Removed 4599 rows containing non-finite values (stat_qq_line).

## Warning: Removed 4599 rows containing non-finite values (stat_qq).

## Warning: Removed 4599 rows containing non-finite values (stat_qq_line).

## Warning: Removed 5346 rows containing non-finite values (stat_qq).
## Warning: Removed 5346 rows containing non-finite values (stat_qq_line).

## Warning: Removed 7254 rows containing non-finite values (stat_qq).
## Warning: Removed 7254 rows containing non-finite values (stat_qq_line).

## Warning: Removed 8571 rows containing non-finite values (stat_qq).
## Warning: Removed 8571 rows containing non-finite values (stat_qq_line).

## Warning: Removed 2949 rows containing non-finite values (stat_qq).
## Warning: Removed 2949 rows containing non-finite values (stat_qq_line).

Correlation Analysis

## Insufficient complete rows! Skipping correlation analysis.

Principal Component Analysis

## Insufficient complete rows! Skipping principal component analysis.